Anthropic continues to prioritize memory and dreaming as ways to help agents improve over time.

“You know, is, is it still, still ongoing? Like, what's, what's the emphasis here now? Managed Agent specifically? Uh- Memory, dreaming. Dream... Yeah. Oh. It is a big part of what we're doing.”

“I think maybe the way to think about it is we launched Managed Agents as a platform for people who, like, didn't wanna do all these things themselves, right?”

“Or just wanted to, like, offload, like I'm getting the best out of Claude because our team is literally sitting here, like, eval-ing all these things and making sure that the harness is gonna be really powerful.”

“Memory and dreaming is all about just, like, how do you make sure your agent can continuously improve over time? And all of that is still an important focus for our team.”